Harbor seal (Phoca vitulina), Thinned observations,1:2 observation:pseudo-absence ratio, Full extent, seal specific v2 (sss, dfs, month, mld), evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type

model_type	roc_auc	tss_max
rf	0.9634146	0.8167683
bt	0.9370427	0.7643293
maxnet	0.9195122	0.7637195
gam	0.9295732	0.7768293
glm	0.9250000	0.7631098

Variable Importance